Object Detection on PASCAL VOC 5 novel classes (Novel Set 1)
57.8AP@0.5FSDetView w/cos
Evaluation Results
| Method | Links | |
|---|---|---|
| FSDetView w/cosShots=102020.07 | 57.8 | |
| FSDetView w/fcShots=102020.07 | 57.4 | |
| TFA w/cosShots=102020.07 | 52.8 | |
| TFA w/fcShots=102020.07 | 52 | |
| Meta R-CNNShots=102020.07 | 51.5 | |
| MetaDetShots=102020.07 | 49.6 | |
| FSDetView w/fcShots=52020.07 | 49.1 | |
| FSDetView w/cosShots=52020.07 | 48.9 | |
| TFA w/cosShots=52020.07 | 47.9 | |
| FSRWShots=102020.07 | 47.2 | |
| TFA w/fcShots=52020.07 | 46.7 | |
| Meta R-CNNShots=52020.07 | 45.7 | |
| FSDetView w/cosShots=32020.07 | 42.3 | |
| FSDetView w/fcShots=32020.07 | 42.2 | |
| TFA w/cosShots=32020.07 | 42.1 | |
| TFA w/fcShots=32020.07 | 40.4 | |
| LSTDShots=102020.07 | 38.5 | |
| MetaDetShots=52020.07 | 36.8 | |
| TFA w/cosShots=22020.07 | 36.4 | |
| FSDetView w/cosShots=22020.07 | 35.7 | |
| FSDetView w/fcShots=22020.07 | 35.3 | |
| Meta R-CNNShots=32020.07 | 35 | |
| TFA w/fcShots=22020.07 | 34.5 | |
| FSRWShots=52020.07 | 33.9 | |
| MetaDetShots=32020.07 | 30.2 | |
| LSTDShots=52020.07 | 29.1 | |
| FSDetView w/cosShots=12020.07 | 26.9 | |
| FSRWShots=32020.07 | 26.7 | |
| Meta R-CNNShots=22020.07 | 25.5 | |
| TFA w/cosShots=12020.07 | 25.3 | |
| FSDetView w/fcShots=12020.07 | 24.2 | |
| TFA w/fcShots=12020.07 | 22.9 | |
| MetaDetShots=22020.07 | 20.6 | |
| Meta R-CNNShots=12020.07 | 19.9 | |
| MetaDetShots=12020.07 | 18.9 | |
| FSRWShots=22020.07 | 15.5 | |
| FSRWShots=12020.07 | 14.8 | |
| LSTDShots=32020.07 | 12.4 | |
| LSTDShots=12020.07 | 8.2 | |
| LSTDShots=22020.07 | 1 |